As holiday shopping accelerates across online platforms and retail stores, consumers are confronted with an overwhelming number of promotions promising massive savings, limited-time deals, or exclusive last-chance discounts. These holiday marketing tricks are deliberately crafted to influence buyer behavior, often nudging shoppers to spend more than they intended. Understanding how